The Confidence Trap happens when a model sounds authoritative while...

https://elliottkykp923.yousher.com/why-is-legal-disagreement-only-41-2-in-suprmind-s-data

The Confidence Trap happens when a model sounds authoritative while hallucinating. Relying on one LLM is dangerous; you need multi-model review to spot the gaps. In our April 2026 audit of OpenAI and Anthropic, we processed 1,324 turns. While we hit 99